Dataset Versions

v3

2022-10-17 5-54pm

Generated on Oct 17, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 83%
78Images
Valid Set 3%
3Images
Test Set 14%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 900x600

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 5% of pixels

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